High-trust is largly "Western" (North America, Western/Norhern Europe, Oceania), but also the rich Asian countries (Japan, South Korean, Taiwan, Hong Kong, Singapore). The causal relationship between high-trust and high-income is difficult to disentangle, but there's plausibly some form of positive feedback loop at work.
I'm not sure what you have in mind with "arise for no reason". Both historically and presently by population-majority, low-trust society seem the norm and high-trust the exeption.
[1] https://en.wikipedia.org/wiki/High_trust_and_low_trust_socie...